🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile
2.2Author DataRank

Indexed papers

7in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 7 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Top 32%15 citations

Andisiwe Bovu, Shani T. de Beer, Florence Phelanyane, Paige L. Williams, Alexa Heekes +9 more

Papers

Driven by 21 papers — median percentile 47. Top paper: Maternal and birth outcomes in pregnant people with and without HIV in the Western Cape, South Africa.

Top 32%15 citations

Andisiwe Bovu, Shani T. de Beer, Florence Phelanyane, Paige L. Williams, Alexa Heekes +9 more

Top 41%14 citations

Alexa Heekes, Amy L. Slogrove, Florence Phelanyane, Mary‐Ann Davies, Landon Myer +12 more

Top 53%3 citations

Amy L. Slogrove, Brian Eley, Suzanne M Ingle, Hayley E. Jones, Florence Phelanyane +5 more

Top 67%2 citations

Helena Rabie, Brian Eley, Lisa Frigati, James Nuttall, Emma Kalk +6 more

Top 70%2 citations

Alexa Heekes, Diane Lavies, Lizel Jacobs, Careni Spencer, Alison Boutall +8 more

Top 78%1 citations

Mary‐Ann Davies, Florence Phelanyane, Hayley E. Jones, Suzanne M Ingle, Brian Eley +7 more

4 citations

Angela M. Bengtson, Luke Hannan, Thokozile R. Malaba, Emma Kalk, Dorothy C. Nyemba +3 more

13 citations

Emma Kalk, Alexa Heekes, Florence Phelanyane, Nisha Jacob, Andrew Boulle +7 more

10 citations

Maneet K. Virk, Emma Kalk, James G. Carlucci, Audrey Chepkemoi, Caitlin Bernard +7 more

4 citations

Acadia M Thielking, Caitlin M. Dugdale, Grace Montepiedra, Emma Kalk, Soyeon Kim +9 more

1 citations

Helena Vreede, Mary‐Ann Davies, Alexa Heekes, Emma Kalk, Diana Hardie +19 more

1 citations

Helena Rabie, Brian Eley, Lisa Frigati, James Nuttall, Emma Kalk +8 more

31 citations

Brian Rice, Emma Kalk, Alexa Heekes, Jennie Morgan, James Hargreaves +2 more

0 citations

Florence Phelanyane, Suzanne M Ingle, Amy L. Slogrove, Brian Eley, Emma Kalk +6 more

4 citations

Brian Rice, Emma Kalk, Alexa Heekes, Jennie Morgan, Samantha Brinkmann +4 more

5 citations

Helena Vreede, Mary‐Ann Davies, Alexa Heekes, Emma Kalk, Diana Hardie +20 more

15 citations

Alexa Heekes, Mariette Smith, Karen Jennings, Vanessa Mudaly, Pauline Pieters +6 more